How I’d Learn Machine Learning in 2024 (If I Were Starting Over)

🎓 Start learning machine learning with my Introduction to Machine Learning with Python for Beginners course. 👉 https://www.schoolofmachinelearning.com/introduction-to-machine-learning-with-python-for-beginners/

In this video, I walk you through the 2024 Machine Learning Roadmap, designed to help you learn ML effectively using industry-standard tools and frameworks. Whether you’re a complete beginner or looking to sharpen your skills, this roadmap will guide you through key ML concepts, practical projects, and advanced techniques.

Key Topics Covered:

1. Building a strong foundation in machine learning with Python
2. Mastering essential ML concepts: Transformers, Gradient Descent, and Attention Mechanisms
3. Hands-on projects using real-world datasets to practice ML
4. Learning deep learning frameworks like PyTorch to build powerful neural networks and how major applications like Tesla Autopilot, Uber’s Pyro, and Hugging Face’s Transformers are built on PyTorch
5. Scaling ML models with cloud platforms like AWS and Azure
6. Preparing for ML Engineer roles by mastering MLOps and end-to-end pipelines

🔗 Check out my full machine learning roadmap here: https://www.linkedin.com/pulse/learn-machine-learning-effectively-2024-roadmap-peubc/

By following this roadmap, you’ll learn how to navigate ML’s core concepts, from simple linear regression to advanced deep learning with PyTorch. These skills are key to landing roles as a machine learning engineer, data scientist, or AI developer.

📖 MACHINE LEARNING COURSES
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Intro To Machine Learning With Python: https://www.schoolofmachinelearning.com/introduction-to-machine-learning-with-python-for-beginners/
Machine Learning Specialization: imp.i384100.net/courseraML
Deep Learning Specialization: imp.i384100.net/vNzXrL
Data Science with Python: imp.i384100.net/daKxA2
Mathematics for Machine Learning: imp.i384100.net/e4zZ3g

🔑 Key Topics Covered:
================================
0:00 – Introduction
0:22 – State of AI
2:23 – Foundational Machine Learning Course
2:52 – Key Machine Learning Concepts
5:00 – Hands-On ML Experience
6:08 – Build Advanced Machine Learning Skills
7:22 – Prepare for Machine Learning Roles

🚀 Join me on #100DaysOfML
================================
🛫 Start from day 0:

🛤️ Machine Learning Roadmap
================================
https://www.linkedin.com/pulse/learn-machine-learning-effectively-2024-roadmap-peubc/

👩🏽‍💻 LET’S CONNECT!
================================
🦄 Join my Discord server:
https://discord.gg/ZzUwYDjFwm

🛤️ Machine Learning Roadmap 2024 Website:

📩 SUBSCRIBE to my machine learning newsletter:
https://learnml.substack.com/

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🎓 Connect with me on LinkedIn:
https://www.linkedin.com/in/smithakolan/

🤓 Follow me on Instagram:
https://www.instagram.com/smithacodes/

————————————————————————–
MORE VIDEOS:
————————————————————————–
📌I’m Starting My Machine Learning Company (Day 1)

📌Top Machine Learning Certifications For 2021

📌Why You Should NOT Learn Machine Learning!

📌How I Learnt Machine Learning In 6 Steps (3 months)

📌How To Learn Machine Learning For Free

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✨ Hashtags ✨

[#ai](https://www.youtube.com/hashtag/ai)

[#machinelearning](https://www.youtube.com/hashtag/machinelearning)

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